A new community - Discovery Square in Oak Hill - is rising in western Fairfax County, just north of Centreville and a few miles from the Loudoun County border. A new community is rising in western Fairfax County, just north of Centreville and a few miles from the Loudoun County border.The Washington Post, Fri, Feb 27 2015 @ 07:30 AM